yueyueL / XAIforAndroidMalwareLinks
Explainable AI for Android Malware Detection: Towards Understanding Why the Models Perform So Well?
☆14Updated 3 years ago
Alternatives and similar repositories for XAIforAndroidMalware
Users that are interested in XAIforAndroidMalware are comparing it to the libraries listed below
Sorting:
- Papers, code and datasets about deep learning for Android malware defenses and malware detection☆148Updated 2 years ago
- ☆42Updated 4 years ago
- Android Malware Detection with Graph Convolutional Networks using Function Call Graph and its Derivatives.☆40Updated 4 years ago
- Drebin - NDSS 2014 Re-implementation☆106Updated 7 years ago
- ☆59Updated 7 years ago
- Building relation graph of Android APIs to catch the semantics between APIs, and used to enhancing Android malware detectors☆93Updated 3 years ago
- adversarial examples, adversarial malware examples, adversarial malware detection, adversarial deep ensemble, Android malware variants☆57Updated 2 years ago
- TDSC 2022 | An explainable GNN-based Android malware detection system in paper "MsDroid: Identifying Malicious Snippets for Android Malwa…☆60Updated last year
- 🤖Android malware detection using deep learning, contains android malware samples, papers, tools etc.🐛☆178Updated 5 years ago
- ☆16Updated 4 years ago
- Android Malware Detection using Deep Learning☆53Updated 6 years ago
- Code from the paper: Neurlux: Dynamic Malware Analysis Without Feature Engineering☆14Updated 4 years ago
- Harmonious Unification of Cacophonous Anti-Virus Vendor Labels for Android Malware☆51Updated 6 years ago
- CNN based android malware detection system☆22Updated 6 years ago
- 从Androzoo下载数据集,区分年份以及良性/恶意应用,支持协程、代理、断点继续、错误重试等☆55Updated 2 years ago
- Continuous Learning for Android Malware Detection (USENIX Security 2023)☆73Updated 2 years ago
- ☆23Updated 5 years ago
- deep learning, malware detection, predictive uncertainty, dataset shift, calibration, uncertainty quantification, android malware☆16Updated 4 years ago
- [code] "CFGExplainer: Explaining Graph Neural Network-Based Malware Classification from Control Flow Graphs" by Jerome Dinal Herath, Prit…☆37Updated 3 years ago
- A new version used Androguard but not Soot to realize MaMadroid。☆19Updated 4 years ago
- ☆26Updated last year
- revised☆22Updated 5 years ago
- MalScan: Fast Market-Wide Mobile Malware Scanning by Social-Network Centrality Analysis☆43Updated 5 years ago
- Popular Android malware datasets☆164Updated 7 years ago
- Evaluation of ML models in Android malware classification, adversarial attacks on DNNs & defense mechanisms☆12Updated 5 years ago
- A Benchmark Dataset for Trustworthy Malware Family Classification under Concept Drift☆15Updated 8 months ago
- A novel and interpretable ML-based approach to classify malware with high accuracy and explain the classification result meanwhile.☆28Updated 3 years ago
- One script to create a permission-based dataset of android applications for your next ML Malware Detection gizmo.☆18Updated 2 years ago
- A curated resource list of adversarial attacks and defenses for Windows PE malware detection.☆73Updated 3 years ago
- KronoDroid Dataset☆35Updated 3 weeks ago